Depending on the width of the horsehair it might get a wavy finish to your sleeve. I would use rigiline boning.

I was going to suggest this as well! Horsehair is great but just not quite as sturdy. Rigiline boning will still bend enough that it shouldn't interfere with arm movement, but it will also be stiff enough to hold the sleeve nice and round.